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2023-08-09

Museums about information theory

I took an information theory class at UVM, and later visited two information theory related museums: the Museum of Printing and the New Hampshire Telephone Museum.

Information theory

Imagine having a piece of text, audio, images, video, or other media. Now imagine a scenario where that media gets sent to another place or to a future time. We encode the media as a sequence of bits called a message. We set aside any notion of meaning the message represents. We send the message through a channel such as a telephone cable or hard drive. We recover the media by decoding the message. Important considerations arise. How for efficiency can we send the message with the fewest number of bits? Conversely how can we add redundancy to protect the message from corruption due to noise in the channel?

A related question is how to measure the amount of information in a message. A combinatorial approach counts how many symbols the message contains. The symbols are usually bits. Shannon Entropy also consider the predictability of the next symbol given the symbols that have appeared before. Kolmogorov Complexity asks instead, how long is the shortest computer program that generates the sequence? Information theory as we studied it mostly considered Shannon Entropy.

A history, a theory, a flood

One of the supplementary resources for the class was a less technical book called The Information: A History, A Theory, A Flood by James Gleik. The book tells the story of humanity's rapidly accelerating dance with information with countless anecdotes from ancient history to the present day. It tells how each advance brought profound societal changes and affected the thinking of everyday people in big ways. A few of my favorites were

Spending time with historical artifacts from the worlds of printing and telephony naturally brought to life for me a large important swath of that history.

The Museum of Printing

The Museum of Printing is in Haverhill, MA. It has fascinating hands-on exhibits and knowledgeable staff who are happy to answer questions and offer guided tours. From its About Page,

The Museum of Printing is dedicated to preserving the rich history of the graphic arts, printing and typesetting technology, and printing craftsmanship. In addition to many special collections and small exhibits, the Museum contains hundreds of antique printing, typesetting, and bindery machines, as well as a library of books and printing-related documents.

Someone there even walked me through the process of making a cast of my name from a light molten metal in the same way an operator would prepare a page for mass production. After printing enough copies, they could melt the cast down again and reuse the metal for another page, but I got to keep my name!

The New Hampshire Telephone Museum

The New Hampshire Telephone Museum is in Warner, NH. I recommend visiting the museum to anyone interested learning about the history of telegraphs and telephones or seeing firsthand some of the fascinating artifacts on which our communications infrastructure is built, past and present. It also have several hands-on demos: telegraphs, manual switchboards, automated switchboards, and early coin operated telephones. There is a whole room dedicated to the life of Alexander Bell.

Reflections

Among the final ideas presented in The Information: A History, A Theory, A Flood is that when information is scarce and difficult to access, then it is expensive; but when information is plentiful and easy to access then attention is expensive. In the same way that most people in the past were unable to understand the ways in which new information technologies would affect their lives and minds, I too am unlikely to understand the ways in which new information technologies will affect my life and mind, and those of the generations that follow.

References